Upload configuration file

config/a1_math_metamath.yaml

@@ -4,209 +4,209 @@ operators:
       type: json_source
       file: dcft/data_strategies/MetaMath/MATH_train.json
 
-  - id: rename_column_math
-    config:
-      type: function
-      function: data_strategies.commons.force_rename_columns
-      function_config:
-        column_maps:
-          solution: detailed_answer
-          problem: question
-    input_ids:
-      - load_math_source
+  # - id: rename_column_math
+  #   config:
+  #     type: function
+  #     function: data_strategies.commons.force_rename_columns
+  #     function_config:
+  #       column_maps:
+  #         solution: detailed_answer
+  #         problem: question
+  #   input_ids:
+  #     - load_math_source
 
-  - id: extract_math_answer
-    config:
-      type: completions
-      require_all_responses: False
-      map: metamath_extract_math_answer
-      map_config:
-        detailed_answer_column: detailed_answer
-        output_numerical_answer_column: answer
-      model: gpt-4o-mini
-    input_ids:
-      - rename_column_math
+  # - id: extract_math_answer
+  #   config:
+  #     type: completions
+  #     require_all_responses: False
+  #     map: metamath_extract_math_answer
+  #     map_config:
+  #       detailed_answer_column: detailed_answer
+  #       output_numerical_answer_column: answer
+  #     model: gpt-4o-mini
+  #   input_ids:
+  #     - rename_column_math
 
-  - id: generate_math_problems
-    config:
-      type: completions
-      require_all_responses: False
-      map: metamath_problem_clone
-      map_config:
-        starting_id: 7501
-        ending_id: 60000
-        problems_per_input: 8
-        question_column: question
-        detailed_answer_column: detailed_answer
-        answer_column: answer
-      model: gpt-4o-mini
-    input_ids:
-      - extract_math_answer
+  # - id: generate_math_problems
+  #   config:
+  #     type: completions
+  #     require_all_responses: False
+  #     map: metamath_problem_clone
+  #     map_config:
+  #       starting_id: 7501
+  #       ending_id: 60000
+  #       problems_per_input: 8
+  #       question_column: question
+  #       detailed_answer_column: detailed_answer
+  #       answer_column: answer
+  #     model: gpt-4o-mini
+  #   input_ids:
+  #     - extract_math_answer
 
-  - id: add_column_math
-    config:
-      type: function
-      function: data_strategies.commons.add_constant_columns
-      function_config:
-        dataset: math
-    input_ids:
-      - generate_math_problems
+  # - id: add_column_math
+  #   config:
+  #     type: function
+  #     function: data_strategies.commons.add_constant_columns
+  #     function_config:
+  #       dataset: math
+  #   input_ids:
+  #     - generate_math_problems
 
-  - id: load_gsmk8_source
-    config:
-      type: json_source
-      file: dcft/data_strategies/MetaMath/gsm8k_train.json
+  # - id: load_gsmk8_source
+  #   config:
+  #     type: json_source
+  #     file: dcft/data_strategies/MetaMath/gsm8k_train.json
 
-  - id: rename_column_gsmk8
-    config:
-      type: function
-      function: data_strategies.commons.force_rename_columns
-      function_config:
-        column_maps:
-          answer_detail: detailed_answer
-    input_ids:
-      - load_gsmk8_source
+  # - id: rename_column_gsmk8
+  #   config:
+  #     type: function
+  #     function: data_strategies.commons.force_rename_columns
+  #     function_config:
+  #       column_maps:
+  #         answer_detail: detailed_answer
+  #   input_ids:
+  #     - load_gsmk8_source
 
-  - id: generate_gsmk8_problems
-    config:
-      type: completions
-      require_all_responses: False
-      map: metamath_problem_clone
-      map_config:
-        starting_id: 7501
-        ending_id: 60000
-        problems_per_input: 8
-        question_column: question
-        detailed_answer_column: detailed_answer
-        answer_column: answer
-      model: gpt-4o-mini
-    input_ids:
-      - rename_column_gsmk8
+  # - id: generate_gsmk8_problems
+  #   config:
+  #     type: completions
+  #     require_all_responses: False
+  #     map: metamath_problem_clone
+  #     map_config:
+  #       starting_id: 7501
+  #       ending_id: 60000
+  #       problems_per_input: 8
+  #       question_column: question
+  #       detailed_answer_column: detailed_answer
+  #       answer_column: answer
+  #     model: gpt-4o-mini
+  #   input_ids:
+  #     - rename_column_gsmk8
 
-  - id: add_column_gsmk8
-    config:
-      type: function
-      function: data_strategies.commons.add_constant_columns
-      function_config:
-        dataset: gsmk8
-    input_ids:
-      - generate_gsmk8_problems
+  # - id: add_column_gsmk8
+  #   config:
+  #     type: function
+  #     function: data_strategies.commons.add_constant_columns
+  #     function_config:
+  #       dataset: gsmk8
+  #   input_ids:
+  #     - generate_gsmk8_problems
 
-  - id: mix_math_gsmk8
-    config:
-      type: mix
-    input_ids:
-      - add_column_gsmk8
-      - add_column_math
+  # - id: mix_math_gsmk8
+  #   config:
+  #     type: mix
+  #   input_ids:
+  #     - add_column_gsmk8
+  #     - add_column_math
 
-  - id: generate_backward_questions
-    config:
-      type: completions
-      require_all_responses: False
-      map: metamath_inverse_question
-      map_config:
-        question_column: question
-        output_inverse_question_column: inverse_question
-        output_inverse_answer_column: inverse_answer
-      model: gpt-4o-mini
-    input_ids:
-      - mix_math_gsmk8
+  # - id: generate_backward_questions
+  #   config:
+  #     type: completions
+  #     require_all_responses: False
+  #     map: metamath_inverse_question
+  #     map_config:
+  #       question_column: question
+  #       output_inverse_question_column: inverse_question
+  #       output_inverse_answer_column: inverse_answer
+  #     model: gpt-4o-mini
+  #   input_ids:
+  #     - mix_math_gsmk8
 
-  - id: self_verify
-    config:
-      type: completions
-      require_all_responses: False
-      map: metamath_self_verification
-      map_config:
-        question_column: inverse_question
-        answer_column: answer
-      model: gpt-4o-mini
-    input_ids:
-      - generate_backward_questions
+  # - id: self_verify
+  #   config:
+  #     type: completions
+  #     require_all_responses: False
+  #     map: metamath_self_verification
+  #     map_config:
+  #       question_column: inverse_question
+  #       answer_column: answer
+  #     model: gpt-4o-mini
+  #   input_ids:
+  #     - generate_backward_questions
 
-  - id: fobar
-    config:
-      type: function
-      function: data_strategies.MetaMath.utils.fobar
-    input_ids:
-      - generate_backward_questions
+  # - id: fobar
+  #   config:
+  #     type: function
+  #     function: data_strategies.MetaMath.utils.fobar
+  #   input_ids:
+  #     - generate_backward_questions
 
-  - id: solve_inverse_questions
-    config:
-      type: completions
-      require_all_responses: False
-      map: metamath_solve_inverse
-      map_config:
-        inverse_question_column: inverse_question
-        inverse_answer_column: inverse_answer
-        output_predicted_answer_column: predicted_answer
-      model: gpt-4o-mini
-    input_ids:
-      - self_verify
-      - fobar
+  # - id: solve_inverse_questions
+  #   config:
+  #     type: completions
+  #     require_all_responses: False
+  #     map: metamath_solve_inverse
+  #     map_config:
+  #       inverse_question_column: inverse_question
+  #       inverse_answer_column: inverse_answer
+  #       output_predicted_answer_column: predicted_answer
+  #     model: gpt-4o-mini
+  #   input_ids:
+  #     - self_verify
+  #     - fobar
   
-  - id: rename_columns_inverse
-    config:
-      type: function
-      function: data_strategies.commons.force_rename_columns
-      function_config:
-        column_maps:
-          inverse_question: instruction
-          predicted_answer: completion
-    input_ids:
-      - solve_inverse_questions
+  # - id: rename_columns_inverse
+  #   config:
+  #     type: function
+  #     function: data_strategies.commons.force_rename_columns
+  #     function_config:
+  #       column_maps:
+  #         inverse_question: instruction
+  #         predicted_answer: completion
+  #   input_ids:
+  #     - solve_inverse_questions
 
-  - id: rephrase_questions
-    config:
-      type: completions
-      require_all_responses: False
-      map: metamath_rephrase_question
-      map_config:
-        question_column: question
-        output_rephrased_question_column: rephrased_question
-      model: gpt-4o-mini
-    input_ids:
-      - mix_math_gsmk8
+  # - id: rephrase_questions
+  #   config:
+  #     type: completions
+  #     require_all_responses: False
+  #     map: metamath_rephrase_question
+  #     map_config:
+  #       question_column: question
+  #       output_rephrased_question_column: rephrased_question
+  #     model: gpt-4o-mini
+  #   input_ids:
+  #     - mix_math_gsmk8
 
-  - id: solve_rephrased_questions
-    config:
-      type: completions
-      require_all_responses: False
-      map: metamath_solve_rephrased
-      map_config:
-        rephrased_question_column: rephrased_question
-        answer_column: answer
-        output_predicted_answer_column: predicted_answer
-      model: gpt-4o-mini
-    input_ids:
-      - rephrase_questions
+  # - id: solve_rephrased_questions
+  #   config:
+  #     type: completions
+  #     require_all_responses: False
+  #     map: metamath_solve_rephrased
+  #     map_config:
+  #       rephrased_question_column: rephrased_question
+  #       answer_column: answer
+  #       output_predicted_answer_column: predicted_answer
+  #     model: gpt-4o-mini
+  #   input_ids:
+  #     - rephrase_questions
 
-  - id: rename_columns_rephrased
-    config:
-      type: function
-      function: data_strategies.commons.force_rename_columns
-      function_config:
-        column_maps:
-          rephrased_question: instruction
-          predicted_answer: completion
-    input_ids:
-      - solve_rephrased_questions
+  # - id: rename_columns_rephrased
+  #   config:
+  #     type: function
+  #     function: data_strategies.commons.force_rename_columns
+  #     function_config:
+  #       column_maps:
+  #         rephrased_question: instruction
+  #         predicted_answer: completion
+  #   input_ids:
+  #     - solve_rephrased_questions
 
-  - id: mix_rephrased_and_inverse
-    config:
-      type: mix
-    input_ids:
-      - rename_columns_inverse
-      - rename_columns_rephrased
+  # - id: mix_rephrased_and_inverse
+  #   config:
+  #     type: mix
+  #   input_ids:
+  #     - rename_columns_inverse
+  #     - rename_columns_rephrased
 
-  - id: keep_prompt_and_completion
-    config:
-      type: function
-      function: data_strategies.commons.select_columns
-      function_config:
-        columns: [instruction, completion]
-    input_ids:
-      - mix_rephrased_and_inverse
+  # - id: keep_prompt_and_completion
+  #   config:
+  #     type: function
+  #     function: data_strategies.commons.select_columns
+  #     function_config:
+  #       columns: [instruction, completion]
+  #   input_ids:
+  #     - mix_rephrased_and_inverse
 
   # - id: rename_task_column_final
   #   config: